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Cards - Execution started 09/08/2025 06:05 UTC
By Guilherme Ruiz

---

Table of Contents

• 1 Data aquisition
  • 1.1 Fetch online data
  • 1.2 Merge data
• 2 Check changes
  • 2.1 Load previous data
  • 2.2 Generate changelog
  • 2.3 Save data
• 3 Data visualization
  • 3.1 Full data
  • 3.2 Card types
  • 3.3 Monsters
    • 3.3.1 Attributes
    • 3.3.2 Primary types
      • 3.3.2.1 Has effect discrimination
      • 3.3.2.2 Is pendulum discrimination
      • 3.3.2.3 By attribute
    • 3.3.3 Secondary types
      • 3.3.3.1 By attribute
      • 3.3.3.2 By primary type
    • 3.3.4 Monster types
      • 3.3.4.1 By Attribute
      • 3.3.4.2 By primary type
      • 3.3.4.3 By secondary type
    • 3.3.5 ATK
    • 3.3.6 DEF
    • 3.3.7 Level/Rank
      • 3.3.7.1 ATK statistics
      • 3.3.7.2 DEF statistics
    • 3.3.8 Pendulum scale
      • 3.3.8.1 ATK statistics
      • 3.3.8.2 DEF statistics
      • 3.3.8.3 Level/Rank statistics
    • 3.3.9 Link
      • 3.3.9.1 ATK statistics
    • 3.3.10 Link Arrows
      • 3.3.10.1 By combination
      • 3.3.10.2 By unique
      • 3.3.10.3 By link
  • 3.4 Spell & Trap
    • 3.4.1 Properties
  • 3.5 Effect type
    • 3.5.1 Card type discrimination
  • 3.6 Archseries
    • 3.6.1 By card type
    • 3.6.2 By primary type
    • 3.6.3 By secondary type
    • 3.6.4 By monster type
    • 3.6.5 By property
  • 3.7 Artworks
    • 3.7.1 By card type
    • 3.7.2 By primary type
  • 3.8 Errata
    • 3.8.1 By card type
    • 3.8.2 By primary type
    • 3.8.3 By artwork
  • 3.9 TCG & OCG status
    • 3.9.1 TGC status
      • 3.9.1.1 By card type
      • 3.9.1.2 By monster type
      • 3.9.1.3 By archseries
    • 3.9.2 OCG status
      • 3.9.2.1 By card type
      • 3.9.2.2 By monster type
      • 3.9.2.3 By archseries
    • 3.9.3 TCG vs. OCG status
• 4 Extras
  • 4.1 Counters and Tokens
  • 4.2 Unusable cards
  • 4.3 Multiple secondary types
  • 4.4 Not yet released
  • 4.5 Page name differs from card name
• 5 Epilogue
  • 5.1 HTML export

Data aquisition

Fetch online data

Downloading monsters

8958 results

Downloading Spells

2741 results

Downloading Traps

2012 results

Downloading tokens

184 results

Downloading counters

15 results

Downloading all errata

5534 results

Downloading unusable cards

19 results

Merge data

Data merged

Check changes

Load previous data

Cards file loaded.

Generate changelog

	Effect type	Modification date	TCG debut	OCG debut	Errata	Monster type	DEF	ATK	Version
Name
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New cards:

	Effect type	Modification date	TCG debut	OCG debut	Errata	Monster type	DEF	ATK	Version
Name
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Changelog saved

Save data

Data saved

Data visualization

Full data

Name	Password	Card type	Property	Archseries	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
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Full data available to download here

Card types

Total number of card types:

3

Monsters

Attributes

Total number of attributes:

7

	Name	Password	Archseries	Primary type	Secondary type	Monster type	Effect type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Attribute
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Primary types

Total number of primary types:

7

	Name	Password	Archseries	Attribute	Secondary type	Monster type	Effect type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Primary type
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Has effect discrimination

Has effect	Effect	No Effect
Primary type
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Obs: Normal monster can have effect if it is pendulum

Is pendulum discrimination

Is Pendulum	Pendulum	Not Pendulum
Primary type
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By attribute

Attribute	DARK	DIVINE	EARTH	FIRE	LIGHT	WATER	WIND
Primary type
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Secondary types

Total number of secondary types:

6

	Name	Password	Archseries	Attribute	Primary type	Monster type	Effect type	DEF	Pendulum Scale	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Secondary type
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By attribute

Attribute	DARK	EARTH	FIRE	LIGHT	WATER	WIND
Secondary type
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By primary type

Secondary type	Flip monster	Gemini monster	Spirit monster	Toon monster	Tuner monster	Union monster	All
Primary type
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Monster types

Total number of monster types:

26

	Name	Password	Archseries	Attribute	Primary type	Secondary type	Effect type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Monster type
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By Attribute

Attribute	DARK	DIVINE	EARTH	FIRE	LIGHT	WATER	WIND
Monster type
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By primary type

Primary type	Effect Monster	Fusion Monster	Link Monster	Normal Monster	Ritual Monster	Synchro Monster	Xyz Monster	nan
Monster type
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By secondary type

Secondary type	Flip monster	Gemini monster	Spirit monster	Toon monster	Tuner monster	Union monster	nan
Monster type
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ATK

Total number of ATK values:

85

	Name	Password	Archseries	Attribute	Primary type	Secondary type	Monster type	Effect type	DEF	Pendulum Scale	Link Arrows	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
ATK
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DEF

Total number of DEF values:

78

	Name	Password	Archseries	Attribute	Primary type	Secondary type	Monster type	Effect type	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
DEF
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Level/Rank

	Name	Password	Archseries	Attribute	Primary type	Secondary type	Monster type	Effect type	DEF	Pendulum Scale	ATK	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Level/Rank
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ATK statistics

	ATK
	count	mean	std	min	25%	50%	75%	max
Level/Rank
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DEF statistics

	DEF
	count	mean	std	min	25%	50%	75%	max
Level/Rank
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Pendulum scale

	Name	Password	Archseries	Attribute	Primary type	Secondary type	Monster type	Effect type	DEF	ATK	Level/Rank/Link	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Pendulum Scale
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ATK statistics

	ATK
	count	mean	std	min	25%	50%	75%	max
Pendulum Scale
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DEF statistics

	DEF
	count	mean	std	min	25%	50%	75%	max
Pendulum Scale
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Level/Rank statistics

	Level/Rank
	count	mean	std	min	25%	50%	75%	max
Pendulum Scale
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Link

	Name	Password	Archseries	Attribute	Monster type	Effect type	Link Arrows	ATK	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Link
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ATK statistics

	ATK
	count	mean	std	min	25%	50%	75%	max
Link
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Link Arrows

By combination

Total number of link arrow combinations:

65

	Name	Password	Archseries	Attribute	Monster type	Effect type	ATK	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Link Arrows
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By unique

	Name	Password	Archseries	Attribute	Monster type	Effect type	ATK	TCG status	OCG status	Artwork	Modification date	OCG debut	TCG debut	Errata
Link Arrows
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By link

Link	1	2	3	4	5	6
Link Arrows
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Spell & Trap

Properties

Total number of properties:

9

	Name	Password	Archseries	Effect type	OCG status	TCG status	Artwork	TCG debut	Modification date	OCG debut	Errata
Property
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Effect type

Total number of effect types:

16

	Name	Password	Card type	Property	Archseries	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
Effect type
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Card type discrimination

Card type	Monster Card	Spell Card	Trap Card
Effect type
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Archseries

Total number of Archseries:

819

	Name	Password	Card type	Property	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
Archseries
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By card type

Card type	Monster Card	Spell Card	Trap Card	All
Archseries
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By primary type

Primary type	Effect Monster	Fusion Monster	Link Monster	Normal Monster	Ritual Monster	Synchro Monster	Xyz Monster	All
Archseries
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By secondary type

Secondary type	Flip monster	Gemini monster	Spirit monster	Toon monster	Tuner monster	Union monster	All
Archseries
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By monster type

Monster type	Aqua	Beast	Beast-Warrior	Creator God	Cyberse	Dinosaur	Divine-Beast	Dragon	Fairy	Fiend	Fish	Illusion	Insect	Machine	Plant	Psychic	Pyro	Reptile	Rock	Sea Serpent	Spellcaster	Thunder	Warrior	Winged Beast	Wyrm	Zombie	All
Archseries
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By property

Property	Continuous Spell Card	Continuous Trap Card	Counter Trap Card	Equip Spell Card	Field Spell Card	Normal Spell Card	Normal Trap Card	Quick-Play Spell Card	Ritual Spell Card	All
Archseries
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Artworks

Total number of cards with edited or alternate artworks:

880

	Name	Password	TCG status	OCG status	Artwork
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By card type

Card type	Monster Card	Spell Card	Trap Card
Artwork
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By primary type

Primary type	Effect Monster	Fusion Monster	Link Monster	Normal Monster	Ritual Monster	Synchro Monster	Xyz Monster
Artwork
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More granularity is unnecessary

Errata

Total number of cards with errata:

5318

	Name	Password	TCG status	OCG status	Errata
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	Name	Password	Card type	Property	Archseries	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
Errata
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By card type

Card type	Monster Card	Spell Card	Trap Card
Errata
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By primary type

Primary type	Effect Monster	Fusion Monster	Link Monster	Normal Monster	Ritual Monster	Synchro Monster	Xyz Monster
Errata
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More granularity is unnecessary

By artwork

Errata	(Any,)	(Name,)	(Name, Type)	(Type,)
Artwork
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TCG & OCG status

TGC status

Total number of TCG status:

6

	Name	Password	Card type	Property	Archseries	Effect type	OCG status	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
TCG status
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By card type

TCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited
Card type
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By monster type

TCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited
Monster type
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By archseries

TCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited	Unlimited	All
Archseries
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OCG status

Total number of OCG status:

6

	Name	Password	Card type	Property	Archseries	Effect type	TCG status	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
OCG status
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By card type

OCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited
Card type
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By monster type

OCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited
Monster type
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By archseries

OCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited	All
Archseries
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TCG vs. OCG status

TCG status	Forbidden	Illegal	Limited	Not yet released	Semi-Limited	Unlimited
OCG status
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Extras

Counters and Tokens

Name	Card type	Archseries	Attribute	Primary type	Monster type	DEF	ATK	Level/Rank/Link	TCG status	OCG status	Page name	Page URL	Artwork	Modification date	OCG debut	TCG debut	Errata
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Unusable cards

Name	Card type	Archseries	Attribute	Primary type	Effect type	DEF	ATK	Level/Rank/Link	TCG status	OCG status	Page name	Page URL	Modification date	OCG debut	TCG debut
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Multiple secondary types

	Name	Password	Card type	Property	Archseries	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
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Not yet released

	Name	Password	Card type	Property	Archseries	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
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Page name differs from card name

	Name	Password	Card type	Property	Archseries	Effect type	OCG status	TCG status	Page name	Page URL	Artwork	TCG debut	Modification date	OCG debut	Errata	Attribute	Primary type	Secondary type	Monster type	DEF	Pendulum Scale	Link Arrows	ATK	Level/Rank/Link
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Epilogue

[updates 4fce525] Cards report benchmarked - 2025-08-09T06:19:13.042127+00:00
 1 file changed, 5 insertions(+)

Execution completed 09/08/2025 06:19 UTC

HTML export

Notebook saved to disk